The graph represents a network of 2,553 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 August 2022 at 11:52 UTC.
The requested start date was Thursday, 18 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 22-minute period from Thursday, 04 August 2022 at 01:30 UTC to Wednesday, 17 August 2022 at 23:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2553
Unique Edges : 1128
Edges With Duplicates : 6343
Total Edges : 7471
Number of Edge Types : 5
Retweet : 2162
MentionsInRetweet : 2278
Tweet : 2520
Mentions : 471
Replies to : 40
Self-Loops : 2586
Reciprocated Vertex Pair Ratio : 0.0130902290790089
Reciprocated Edge Ratio : 0.0258421781264421
Connected Components : 778
Single-Vertex Connected Components : 578
Maximum Vertices in a Connected Component : 1424
Maximum Edges in a Connected Component : 4999
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.279042
Graph Density : 0.000332603968286127
Modularity : 0.32173
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,553 Twitter users whose tweets in the requested range contained "#cisco", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 18 August 2022 at 11:52 UTC.
The requested start date was Thursday, 18 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 22-hour, 22-minute period from Thursday, 04 August 2022 at 01:30 UTC to Wednesday, 17 August 2022 at 23:52 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #cisco
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[300] #cisco,#dell [299] #itad,#servers [299] #servers,#cisco [299] #dell,#ibm [298] #ibm,#hp [285] wanted,used [285] used,servers [285] ip,phone [283] cisco,ip [282] #hacktip,cool Top Word Pairs in Tweet in G1:
[61] learn,more [55] #shikaku,#cisco [53] #cisco,解答 [53] 解答,co [36] co,szfkgamnar [32] です,#shikaku [25] #cisco,#ccna [25] wi,fi [21] #cisco,webex [18] cisco,hacked Top Word Pairs in Tweet in G2:
[269] #hacktip,cool [269] cool,technique [269] technique,initial [269] initial,ad [269] ad,access [269] access,during [269] during,pentest [269] pentest,cisco [269] cisco,ip [269] ip,phone Top Word Pairs in Tweet in G3:
[51] #ransomware,gang [42] #denovojobs,#denovo [42] #denovo,vacancy [42] vacancy,network [42] network,engineer [42] engineer,location [42] external,id [38] ransomware,gang [37] yanluowang,ransomware [37] send,resume Top Word Pairs in Tweet in G4:
[127] initial,access [126] #cisco,publishing [126] publishing,details [126] details,security [126] security,breach [126] breach,initial [126] access,broker [126] broker,iab [126] iab,ties [126] ties,#unc2447 Top Word Pairs in Tweet in G5:
[77] daily,networking [77] networking,practice [77] retweet,#ccna [70] #ccna,#cisconetworking [67] cisco,ccna [66] practice,support [66] support,liking [66] liking,sharing [66] sharing,retweet [57] #cisco,#ccna Top Word Pairs in Tweet in G6:
[125] thehackersnews,#cisco [91] hacked,yanluowang [91] yanluowang,#ransomware [91] #ransomware,gang [90] #cisco,confirmed [90] confirmed,hacked [90] gang,hackers [90] hackers,gained [90] gained,access [90] access,employee's Top Word Pairs in Tweet in G7:
[34] good,news [34] news,increases [34] increases,pressure [34] pressure,cisco [34] cisco,companies [34] companies,hey [34] hey,google [34] google,taking [34] taking,caste [34] caste,based Top Word Pairs in Tweet in G8:
[39] #365daysofccnp,day [35] gibbsvalentino,#365daysofccnp [22] #blacktechtwitter,#neteng [22] revision,final [22] final,notes [22] notes,ccnp [22] ccnp,encore [22] encore,exam [22] exam,objective [22] objective,sections Top Word Pairs in Tweet in G9:
[39] posted,#cisco [38] #cybersecurity,#infosec [29] #yanluowang,ransomware [29] ransomware,posted [29] #cisco,leaksite [29] leaksite,#cybersecurity [29] #infosec,#ransomware [28] cyberknow20,#yanluowang [10] last,night [10] night,#yaluowang Top Word Pairs in Tweet in G10:
[23] details,einbruch [23] einbruch,cisco [23] cisco,einfallstor [23] einfallstor,persönliches [23] persönliches,google [23] google,konto [23] konto,#cisco [23] #cisco,#cyberattacke [22] heisec,details [13] asa,firepower Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: